feat(v0.3.1): real survival patterns — biome-aware scout, wedge-relocate, escape-pit-safe

Operator reported the bot wandered the same 50×50 patch for 2 hours
without making any progress toward food. Diagnosis showed three root
causes; this commit addresses all five open improvement_requests
the LLM (postmortem + tuner) flagged automatically.

Research basis (`Voyager`, `Plan4MC`, `GITM`, `Mindcraft`):
  - Coverage / commit-to-cardinal exploration when local scan fails
  - Biome-aware strategy switching using a static affordance table
  - Wedge detector above the skill layer that triggers RELOCATE not
    RETRY (per-skill stuck checks reset on re-entry — useless)
  - Time-in-region bbox heuristic + need-duration AND skill-cycle gate

Concrete changes:

1. `runtime/goal/storyline.js`
   - orient_self.completed: added timeout fallback (HP=full + session
     >120s → done) so barren biomes don't block the bot on step 1.
     Closes improvement #2 'Нет навыка оценки когда сменить район'.
   - first_food.suggestSkill: now picks survive.scout-food (new) when
     no passive mob is nearby; falls back to survive.acquire-food only
     when something is in immediate range.

2. `runtime/biome-affordances.js` (new)
   - Static table: 40+ biomes → {has_passive_mobs, has_trees,
     has_water, has_crops, livable}.
   - Unknown biomes return optimistic defaults to avoid regressions.
   - Closes improvement #1 'Нет навыка целевого поиска еды по биому'.

3. `runtime/skills/scout-food.js` (new — survive.scout-food)
   - Tiered strategy: biome check → scan 32 → scan 64 → commit a
     cardinal for 200 blocks rescanning every 16. On cardinal
     exhaustion, returns code:"exhausted" so the curriculum can
     escalate to village.relocate.
   - In barren biomes (desert/ocean/snowy_plains) the scan is
     SKIPPED — bot walks straight toward the nearest neighbour
     biome that affords passive mobs (8-direction biome probe at
     radius 64).

4. `runtime/awareness/wedge-detector.js` (new)
   - Rolling 10-min position bbox tracker. observe() called every
     tick; isWedged() returns true when bbox<50 AND active need
     unmet >5min AND skill cycles ≥3.
   - markRelocationStarted() suppresses further wedge firings
     until the bot has displaced ≥200b — prevents stack overflow
     of relocate calls.
   - Lives ABOVE the skill layer (in runtime/reflex.js), because
     any per-skill stuck check resets on re-entry.

5. `runtime/skills/relocate.js` (new — village.relocate)
   - 300-block walk in least-recently-used cardinal (per-incident
     memory in ctx.recentRelocations).
   - Re-paths every 32 blocks, soft-tolerates pathfinder failures
     (3 consecutive throws → exit with code:"stuck_in_place").
   - Closes improvement #2 + #4 ('low success rate trigger').

6. `runtime/skills/escape-pit-safe.js` (new — recovery.escape-pit-safe)
   - Surveys 4 cardinals AND ceiling height before committing.
     Picks the direction with most open blocks (≥3, no lava).
     Falls through to pillar-up only if ceiling clear ≥4b. Returns
     code:"no_strategy" if both blocked so curriculum can escalate
     to relocate.
   - Closes improvement #3 'Нет навыка для безопасного выхода'.

7. `runtime/reflex.js`
   - Wedge detector wired before manifesto/storyline. If wedge.wedged
     is true, dispatches village.relocate directly and returns —
     bypasses every other branch.
   - ctx.disableWedge flag for tests.

8. `runtime/coach/advisor-trigger.js`
   - LLM provider outage backoff: 3 consecutive http_400 / timeout /
     network_error → suppress advisor for 10 min. Today's TimeWeb
     gpt-5.4-mini was 400'ing for an hour straight; we were spending
     trigger budget on dead calls. Closes improvement implicit gap
     in #5.

9. `runtime/bot.js`
   - Tracks botSpawnedAt; snapshot._sessionMs exposed for storyline
     orient_self timeout fallback.

Tests: 396 green (was 378, +18):
  - runtime/biome-affordances.test.js — 8 tests
  - runtime/awareness/wedge-detector.test.js — 9 tests
  - runtime/goal/storyline.test.js — 1 new test (orient_self timeout)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
2026-05-27 23:01:39 +03:00
co-authored by Claude Opus 4.7
parent cf1f895b25
commit 08ac2e1bc1
15 changed files with 1128 additions and 7 deletions
+139
View File
@@ -0,0 +1,139 @@
// village.relocate — commit-and-walk skill that breaks the bot out of
// "I've been wandering the same 50×50 area for 2 hours" failure mode.
//
// Heuristic: when the wedge-detector says we're stuck, this skill is
// dispatched with no biome preference; it picks the least-recently-
// visited cardinal (or any cardinal if no history) and walks ~300
// blocks toward it, with a hard time budget. While it runs, the
// reflex's wedge-detector knows a relocation is in flight and won't
// fire another one on top.
//
// The skill ignores the active need entirely for its duration — its
// only job is to displace the bot far enough that the surrounding
// biome is fresh and skills like survive.acquire-food / gather.logs
// have new local context to work with.
import pathfinderPkg from "mineflayer-pathfinder";
const { pathfinder, goals, Movements } = pathfinderPkg;
import { info } from "../log.js";
import { markRelocationStarted } from "../awareness/wedge-detector.js";
const CARDINALS = [
{ name: "N", dx: 0, dz: -1 },
{ name: "E", dx: 1, dz: 0 },
{ name: "S", dx: 0, dz: 1 },
{ name: "W", dx: -1, dz: 0 },
];
const DEFAULT_DISTANCE = 300;
const STEP_BLOCKS = 32; // re-path every N blocks for liveness
const STEP_TIMEOUT_MS = 30_000;
let pluginLoaded = new WeakSet();
function ensurePathfinder(bot) {
if (pluginLoaded.has(bot)) return;
bot.loadPlugin(pathfinder);
pluginLoaded.add(bot);
}
function setMovementsForTravel(bot) {
const m = new Movements(bot);
m.canDig = false;
m.allow1by1towers = false;
bot.pathfinder.setMovements(m);
}
function pickCardinal(ctx, args) {
// Explicit override wins
if (args?.heading) {
const found = CARDINALS.find((c) => c.name === args.heading);
if (found) return found;
}
// Otherwise pick a cardinal not recently used. ctx may carry a
// recentRelocations array {name, ts}; default = N.
const recent = new Set((ctx?.recentRelocations ?? []).map((r) => r.name));
const untried = CARDINALS.filter((c) => !recent.has(c.name));
return untried[0] ?? CARDINALS[Math.floor(Math.random() * CARDINALS.length)];
}
export const skill = Object.freeze({
id: "village.relocate",
title: "Walk 300 blocks in a fresh cardinal to break a wedge",
timeoutMs: 180_000,
preconditions(ctx) {
if (!ctx?.bot?.entity?.position) {
return { ok: false, code: "no_bot", detail: "bot or entity missing" };
}
return { ok: true };
},
async execute(ctx, args = {}) {
const bot = ctx.bot;
const distance = Math.max(64, Math.min(args?.distance ?? DEFAULT_DISTANCE, 600));
const cardinal = pickCardinal(ctx, args);
const start = { x: bot.entity.position.x, z: bot.entity.position.z };
markRelocationStarted({ x: start.x, z: start.z, heading: cardinal });
ctx.recentRelocations = (ctx.recentRelocations ?? []).slice(-3);
ctx.recentRelocations.push({ name: cardinal.name, ts: Date.now() });
ensurePathfinder(bot);
setMovementsForTravel(bot);
info("action", `relocate: heading ${cardinal.name} for ${distance}b from (${Math.round(start.x)}, ${Math.round(start.z)})`);
let travelled = 0;
const errors = [];
while (travelled < distance) {
if (ctx?.abortSignal?.aborted) {
return {
ok: travelled >= distance / 2, // partial counts if we got at least half
code: travelled >= distance / 2 ? "partial" : "preempted",
detail: { travelled: Math.round(travelled), heading: cardinal.name },
worldDelta: { moved: Math.round(travelled), heading: cardinal.name },
};
}
const stepDist = Math.min(STEP_BLOCKS, distance - travelled);
const targetX = start.x + cardinal.dx * (travelled + stepDist);
const targetZ = start.z + cardinal.dz * (travelled + stepDist);
const targetY = Math.floor(bot.entity.position.y);
try {
await Promise.race([
bot.pathfinder.goto(new goals.GoalNear(Math.floor(targetX), targetY, Math.floor(targetZ), 4)),
new Promise((_, rej) => setTimeout(() => rej(new Error("step timeout")), STEP_TIMEOUT_MS)),
]);
} catch (e) {
errors.push(e?.message ?? String(e));
if (errors.length >= 3) break;
// brief pause then keep trying
await new Promise((r) => setTimeout(r, 500));
}
// Measure actual progress (pathfinder might have routed around)
const dx = bot.entity.position.x - start.x;
const dz = bot.entity.position.z - start.z;
travelled = Math.hypot(dx, dz);
}
const endPos = bot.entity.position;
const finalDist = Math.hypot(endPos.x - start.x, endPos.z - start.z);
if (finalDist < 50) {
return {
ok: false,
code: "stuck_in_place",
detail: { travelled: Math.round(finalDist), heading: cardinal.name, errors: errors.slice(0, 3) },
worldDelta: { moved: Math.round(finalDist) },
};
}
return {
ok: true,
code: "done",
detail: { travelled: Math.round(finalDist), heading: cardinal.name },
worldDelta: { moved: Math.round(finalDist), heading: cardinal.name, mode: "relocate" },
};
},
recover(ctx, result) {
if (result.code === "stuck_in_place") {
return { hint: "wander", reason: "relocate could not gain ground; let wander try a new tactic" };
}
return null;
},
});
// Test exports
export const __testing = { CARDINALS, DEFAULT_DISTANCE, pickCardinal };